Furthermore, Sabine et al. confirmed that macrophage-mediated inflammation is critical in the pathogenesis of non-alcoholic steatohepatitis (NASH), and a higher level of CD63 and CD9 expression was detected in monocyte-infiltrating macrophages entering the liver [50]. This evidence concerns the gene CD63 and metabolic dysfunction-associated steatohepatitis.